ClipForge

Local FastAPI pipeline for tone-specific audio clips.

Processes long audio recordings locally into shorter, tone-specific WAV clips.

ClipForge is a local FastAPI service that turns long audio recordings into short podcast-style clips. It validates and normalizes uploads, transcribes them with faster-whisper, selects tone-relevant sentences with a Cross-Encoder, cuts and fades the segments, inserts pauses, and writes a final WAV file.